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IJAR
2008
167views more  IJAR 2008»
15 years 4 months ago
Approximate algorithms for credal networks with binary variables
This paper presents a family of algorithms for approximate inference in credal networks (that is, models based on directed acyclic graphs and set-valued probabilities) that contai...
Jaime Shinsuke Ide, Fabio Gagliardi Cozman
EMNLP
2010
15 years 1 months ago
Collective Cross-Document Relation Extraction Without Labelled Data
We present a novel approach to relation extraction that integrates information across documents, performs global inference and requires no labelled text. In particular, we tackle ...
Limin Yao, Sebastian Riedel, Andrew McCallum
JOCN
2011
67views more  JOCN 2011»
14 years 11 months ago
Reasoning with Exceptions: An Event-related Brain Potentials Study
■ Defeasible inferences are inferences that can be revised in the light of new information. Although defeasible inferences are pervasive in everyday communication, little is kno...
Judith Pijnacker, Bart Geurts, Michiel van Lambalg...
CORR
2011
Springer
150views Education» more  CORR 2011»
14 years 11 months ago
Program Optimization Based Pointer Analysis and Live Stack-Heap Analysis
In this paper, we present type systems for flow-sensitive pointer analysis, live stack-heap (variables) analysis, and program optimization. The type system for live stack-heap ana...
Mohamed A. El-Zawawy
NIPS
2004
15 years 6 months ago
Beat Tracking the Graphical Model Way
We present a graphical model for beat tracking in recorded music. Using a probabilistic graphical model allows us to incorporate local information and global smoothness constraint...
Dustin Lang, Nando de Freitas